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Statistical and Adaptive Signal Processing Spectral Estimation, Signal Modeling, Adaptive Filtering and Array Processing

ISBN-10: 1580536107

ISBN-13: 9781580536103

Edition: 2005

Authors: Dimitris G. Manolakis, Vinay K. Ingle, Stephen M. Kogon

List price: $149.00
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Description:

Featuring over 3000 equations and more than 300 illustrations, this authoritative volume offers a unified, comprehensive and practical treatment of spectral estimation, signal modelling, adaptive filtering, and array processing.
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Book details

List price: $149.00
Copyright year: 2005
Publisher: Artech House, Incorporated
Binding: Hardcover
Pages: 816
Size: 8.25" wide x 10.25" long x 2.00" tall
Weight: 3.894
Language: English

Preface
Introduction
Fundamentals of Discrete-Time Signal Processing
Random Variables, Vectors, and Sequences
Linear Signal Models
Nonparametric Power Spectrum Estimation
Optimum Linear Filters
Algorithms and Structures for Optimum Linear Filters
Least-Squares Filtering and Prediction
Signal Modeling and Parametric Spectral Estimation
Adaptive Filters
Array Processing
Further Topics
Matrix Inversion Lemma
Gradients and Optimization in Complex Space
Matlab Functions
Useful Results from Matrix Algebra
Minimum Phase Test for Polynomials
Bibliography
Index